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Real-Time Quantized Image Super-Resolution on Mobile NPUs, Mobile AI
  2021 Challenge: Report

Real-Time Quantized Image Super-Resolution on Mobile NPUs, Mobile AI 2021 Challenge: Report

17 May 2021
Andrey D. Ignatov
Radu Timofte
Maurizio Denna
Abdelrazak Younes
A. Lek
Mustafa Ayazoglu
Jie Liu
Zongcai Du
Jiaming Guo
Xueyi Zhou
Hao Jia
Youliang Yan
Zexin Zhang
Yixin Chen
Yunbo Peng
Yue-Hsun Lin
Xindong Zhang
Hui Zeng
Kun Zeng
Peirong Li
Zhi-Hao Liu
Shiqi Xue
Shengpeng Wang
    SupRMQ
ArXiv (abs)PDFHTML

Papers citing "Real-Time Quantized Image Super-Resolution on Mobile NPUs, Mobile AI 2021 Challenge: Report"

40 / 40 papers shown
Title
Compressed Domain Prior-Guided Video Super-Resolution for Cloud Gaming Content
Compressed Domain Prior-Guided Video Super-Resolution for Cloud Gaming Content
Qizhe Wang
Qian Yin
Zhimeng Huang
Weijia Jiang
Yi Su
Siwei Ma
Jiaqi Zhang
SupR
66
0
0
03 Jan 2025
FADE: A Task-Agnostic Upsampling Operator for Encoder-Decoder
  Architectures
FADE: A Task-Agnostic Upsampling Operator for Encoder-Decoder Architectures
Hao Lu
Wenze Liu
Hongtao Fu
Zhiguo Cao
59
3
0
18 Jul 2024
Real-Time 4K Super-Resolution of Compressed AVIF Images. AIS 2024
  Challenge Survey
Real-Time 4K Super-Resolution of Compressed AVIF Images. AIS 2024 Challenge Survey
Marcos V. Conde
Zhijun Lei
Wen Li
Cosmin Stejerean
Ioannis Katsavounidis
...
Tae-hyun Jeong
Yoonmo Yang
Jae-Gon Kim
Jinwoo Jeong
Sunjei Kim
98
12
0
25 Apr 2024
See More Details: Efficient Image Super-Resolution by Experts Mining
See More Details: Efficient Image Super-Resolution by Experts Mining
Eduard Zamfir
Zongwei Wu
Nancy Mehta
Yulun Zhang
Radu Timofte
SupR
123
15
0
05 Feb 2024
Data Upcycling Knowledge Distillation for Image Super-Resolution
Data Upcycling Knowledge Distillation for Image Super-Resolution
Yun-feng Zhang
Wei Li
Simiao Li
Hanting Chen
Zhaopeng Tu
Wenjun Wang
Bingyi Jing
Hai-lin Wang
Jie Hu
67
3
0
25 Sep 2023
Towards Clip-Free Quantized Super-Resolution Networks: How to Tame
  Representative Images
Towards Clip-Free Quantized Super-Resolution Networks: How to Tame Representative Images
Alperen Kalay
Bahri Batuhan Bilecen
Mustafa Ayazoglu
SupRMQ
80
0
0
22 Aug 2023
SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision
  Tasks with Real-time Performance on Mobile Device
SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-time Performance on Mobile Device
Wei Gou
Ziyao Yi
Yan Xiang
Sha Li
Zibin Liu
Dehui Kong
Ke Xu
67
5
0
16 Aug 2023
Overcoming Distribution Mismatch in Quantizing Image Super-Resolution
  Networks
Overcoming Distribution Mismatch in Quantizing Image Super-Resolution Networks
Chee Hong
Kyoung Mu Lee
SupRMQ
48
1
0
25 Jul 2023
NILUT: Conditional Neural Implicit 3D Lookup Tables for Image
  Enhancement
NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement
Marcos V. Conde
Javier Vázquez-Corral
M. S. Brown
Radu Timofte
3DH
66
16
0
20 Jun 2023
AsConvSR: Fast and Lightweight Super-Resolution Network with Assembled
  Convolutions
AsConvSR: Fast and Lightweight Super-Resolution Network with Assembled Convolutions
Jiaming Guo
X. Zou
Yu-Yi Chen
Yi Liu
Jia Hao
Jianzhuang Liu
Youliang Yan
SupR
114
10
0
05 May 2023
Bicubic++: Slim, Slimmer, Slimmest -- Designing an Industry-Grade
  Super-Resolution Network
Bicubic++: Slim, Slimmer, Slimmest -- Designing an Industry-Grade Super-Resolution Network
Bahri Batuhan Bilecen
Mustafa Ayazoglu
SupR
93
14
0
03 May 2023
Low-field magnetic resonance image enhancement via stochastic image
  quality transfer
Low-field magnetic resonance image enhancement via stochastic image quality transfer
Hongxiang Lin
Matteo Figini
F. D’Arco
G. Ogbole
Ryutaro Tanno
...
D. Carmichael
I. Lagunju
J. Cross
D. Fernández-Reyes
Daniel C. Alexander
82
24
0
26 Apr 2023
DIPNet: Efficiency Distillation and Iterative Pruning for Image
  Super-Resolution
DIPNet: Efficiency Distillation and Iterative Pruning for Image Super-Resolution
Lei Yu
Xinpeng Li
Youwei Li
Ting Jiang
Qi Wu
Haoqiang Fan
Shuaicheng Liu
SupR
83
25
0
14 Apr 2023
NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device
  Super-Resolution
NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-Resolution
Stylianos I. Venieris
Mario Almeida
Royson Lee
Nicholas D. Lane
SupR
61
4
0
15 Dec 2022
MicroISP: Processing 32MP Photos on Mobile Devices with Deep Learning
MicroISP: Processing 32MP Photos on Mobile Devices with Deep Learning
Andrey D. Ignatov
Anastasia Sycheva
Radu Timofte
Yu-Wen Tseng
Yu-Syuan Xu
...
Cheng-Ming Chiang
Hsien-Kai Kuo
Min-Hung Chen
Chia-Ming Cheng
Luc Van Gool
MQ
87
17
0
08 Nov 2022
PyNet-V2 Mobile: Efficient On-Device Photo Processing With Neural
  Networks
PyNet-V2 Mobile: Efficient On-Device Photo Processing With Neural Networks
Andrey D. Ignatov
Grigory Malivenko
Radu Timofte
Yu-Wen Tseng
Yu-Syuan Xu
...
Cheng-Ming Chiang
Hsien-Kai Kuo
Min-Hung Chen
Chia-Ming Cheng
Luc Van Gool
3DH
58
17
0
08 Nov 2022
Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022
  challenge: Report
Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022 challenge: Report
Andrey D. Ignatov
Radu Timofte
Jin Zhang
Feng Zhang
G. Yu
...
Mingyang Qian
Huixin Ma
Yanan Li
Xiaotao Wang
Lei Lei
71
10
0
07 Nov 2022
Power Efficient Video Super-Resolution on Mobile NPUs with Deep
  Learning, Mobile AI & AIM 2022 challenge: Report
Power Efficient Video Super-Resolution on Mobile NPUs with Deep Learning, Mobile AI & AIM 2022 challenge: Report
Andrey D. Ignatov
Radu Timofte
Cheng-Ming Chiang
Hsien-Kai Kuo
Yu-Syuan Xu
...
Kele Xu
Li Liu
Zehua Cheng
Wenyi Lian
W. Lian
SupR
87
10
0
07 Nov 2022
Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs,
  Mobile AI & AIM 2022 challenge: Report
Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report
Andrey D. Ignatov
Radu Timofte
Maurizio Denna
Abdelbadie Younes
Ganzorig Gankhuyag
...
Jing Liu
Garas Gendy
Nabil Sabor
J. Hou
Guanghui He
SupRMQ
92
32
0
07 Nov 2022
Efficient Single-Image Depth Estimation on Mobile Devices, Mobile AI &
  AIM 2022 Challenge: Report
Efficient Single-Image Depth Estimation on Mobile Devices, Mobile AI & AIM 2022 Challenge: Report
Andrey D. Ignatov
Grigory Malivenko
Radu Timofte
Lukasz Treszczotko
Xin-ke Chang
...
Dongwon Park
Seongmin Hong
Joonhee Lee
Seunggyu Lee
Sengsub Chun
82
17
0
07 Nov 2022
Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI &
  AIM 2022 Challenge: Report
Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report
Andrey D. Ignatov
Radu Timofte
Shuai Liu
Chaoyu Feng
Furui Bai
...
Xin Lou
Wei Zhou
Cong Pang
Haina Qin
Mingxuan Cai
96
24
0
07 Nov 2022
CUF: Continuous Upsampling Filters
CUF: Continuous Upsampling Filters
C. N. Vasconcelos
Cengiz Öztireli
Mark J. Matthews
Milad Hashemi
Kevin Swersky
Andrea Tagliasacchi
SupR
115
7
0
13 Oct 2022
QuantNAS for super resolution: searching for efficient
  quantization-friendly architectures against quantization noise
QuantNAS for super resolution: searching for efficient quantization-friendly architectures against quantization noise
Egor Shvetsov
Dmitry Osin
Alexey Zaytsev
Ivan Koryakovskiy
Valentin Buchnev
I. Trofimov
Evgeny Burnaev
MQ
99
2
0
31 Aug 2022
XCAT -- Lightweight Quantized Single Image Super-Resolution using
  Heterogeneous Group Convolutions and Cross Concatenation
XCAT -- Lightweight Quantized Single Image Super-Resolution using Heterogeneous Group Convolutions and Cross Concatenation
Mustafa Ayazoglu
Bahri Batuhan Bilecen
SupR
102
4
0
31 Aug 2022
Fast Nearest Convolution for Real-Time Efficient Image Super-Resolution
Fast Nearest Convolution for Real-Time Efficient Image Super-Resolution
Ziwei Luo
Youwei Li
Lei Yu
Qi Wu
Zhihong Wen
Haoqiang Fan
Shuaicheng Liu
SupR
92
14
0
24 Aug 2022
Sliding Window Recurrent Network for Efficient Video Super-Resolution
Sliding Window Recurrent Network for Efficient Video Super-Resolution
Wenyi Lian
W. Lian
SupR
68
11
0
24 Aug 2022
Compiler-Aware Neural Architecture Search for On-Mobile Real-time
  Super-Resolution
Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution
Yushu Wu
Yifan Gong
Pu Zhao
Yanyu Li
Zheng Zhan
Wei Niu
Hao Tang
Minghai Qin
Bin Ren
Yanzhi Wang
SupRMQ
84
23
0
25 Jul 2022
FADE: Fusing the Assets of Decoder and Encoder for Task-Agnostic
  Upsampling
FADE: Fusing the Assets of Decoder and Encoder for Task-Agnostic Upsampling
Hao Lu
Wenze Liu
Hongtao Fu
Z. Cao
DiffM
65
31
0
21 Jul 2022
CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution
CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution
Chee Hong
Sungyong Baik
Heewon Kim
Seungjun Nah
Kyoung Mu Lee
SupRMQ
112
32
0
21 Jul 2022
Real-Time Super-Resolution for Real-World Images on Mobile Devices
Real-Time Super-Resolution for Real-World Images on Mobile Devices
Jie Cai
Zibo Meng
Jiaming Ding
C. Ho
SupR
65
5
0
03 Jun 2022
Residual Local Feature Network for Efficient Super-Resolution
Residual Local Feature Network for Efficient Super-Resolution
Fang Kong
Mingxi Li
Songwei Liu
Ding Liu
Jingwen He
Yang Bai
Fangmin Chen
Lean Fu
SupR
75
159
0
16 May 2022
edge-SR: Super-Resolution For The Masses
edge-SR: Super-Resolution For The Masses
Pablo Navarrete Michelini
Yunhua Lu
Xingqun Jiang
SupR
76
23
0
23 Aug 2021
Extremely Lightweight Quantization Robust Real-Time Single-Image Super
  Resolution for Mobile Devices
Extremely Lightweight Quantization Robust Real-Time Single-Image Super Resolution for Mobile Devices
Mustafa Ayazoglu
53
59
0
21 May 2021
Anchor-based Plain Net for Mobile Image Super-Resolution
Anchor-based Plain Net for Mobile Image Super-Resolution
Zongcai Du
Jie Liu
Jie Tang
Gangshan Wu
SupRMQ
61
52
0
20 May 2021
Fast and Accurate Camera Scene Detection on Smartphones
Fast and Accurate Camera Scene Detection on Smartphones
Angeline Pouget
Sidharth Ramesh
Maximilian Giang
Ramithan Chandrapalan
Toni Tanner
Moritz Prussing
Radu Timofte
Andrey D. Ignatov
3DH
57
5
0
17 May 2021
Fast and Accurate Quantized Camera Scene Detection on Smartphones,
  Mobile AI 2021 Challenge: Report
Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report
Andrey D. Ignatov
Grigory Malivenko
Radu Timofte
Sheng Chen
Xin Xia
...
K. Lyda
L. Khojoyan
Abhishek Thanki
Sayak Paul
Shahid Siddiqui
MQ
90
20
0
17 May 2021
Fast and Accurate Single-Image Depth Estimation on Mobile Devices,
  Mobile AI 2021 Challenge: Report
Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report
Andrey D. Ignatov
Grigory Malivenko
D. Plowman
Samarth Shukla
Radu Timofte
...
Tianpeng Feng
Yang Liu
Chuannan Sheng
Jian Yin
Fausto T. Benavide
MDE
68
36
0
17 May 2021
Real-Time Video Super-Resolution on Smartphones with Deep Learning,
  Mobile AI 2021 Challenge: Report
Real-Time Video Super-Resolution on Smartphones with Deep Learning, Mobile AI 2021 Challenge: Report
Andrey D. Ignatov
Andrés Romero
Heewon Kim
Radu Timofte
C. Ho
...
Xiumei Wang
Jiaming Guo
Xueyi Zhou
Hao Jia
Youliang Yan
SupR
70
54
0
17 May 2021
Fast Camera Image Denoising on Mobile GPUs with Deep Learning, Mobile AI
  2021 Challenge: Report
Fast Camera Image Denoising on Mobile GPUs with Deep Learning, Mobile AI 2021 Challenge: Report
Andrey D. Ignatov
Kim Byeoung-su
Radu Timofte
Angeline Pouget
Fenglong Song
...
Lei Lei
Chaoyu Feng
L. Huang
Z. Lei
Feifei Chen
68
30
0
17 May 2021
Learned Smartphone ISP on Mobile NPUs with Deep Learning, Mobile AI 2021
  Challenge: Report
Learned Smartphone ISP on Mobile NPUs with Deep Learning, Mobile AI 2021 Challenge: Report
Andrey D. Ignatov
Cheng-Ming Chiang
Hsien-Kai Kuo
Anastasia Sycheva
Radu Timofte
...
K. Upla
Kiran Raja
Raghavendra Ramachandra
Christoph Busch
Etienne de Stoutz
83
48
0
17 May 2021
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